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| Task | Owner | Tools | Target | |------|-------|-------|--------| | 1. Define UI hook points (screen change events) | Front‑end lead | React hooks / native listeners | Week 1 | | 2. Set up a minimal Knowledge Base (Markdown + Algolia) | Content ops | Algolia, Git repo | Week 1 | | 3. Build Context Engine (Node) exposing /user/:id/context | Backend | Node/Express, Redis for session store | Week 2 | | 4. Implement Assist Panel component (collapsible side bar) | Front‑end | React, Chakra UI / Material‑UI | Week 2 | | 5. Wire panel to fetch static suggestions via GET /suggestions?context= | Full‑stack | Axios / fetch | Week 3 | | 6. Add “Rate this tip” UI and POST /feedback endpoint | Full‑stack | Express, PostgreSQL | Week 3 | | 7. Deploy to staging, run internal usability test | QA | Docker Compose, Cypress | Week 4 | | 8. Release MVP to beta users | Product | Feature flag system | End of Week 4 |